Summary¶

| Mx range                       :   (-1.0, 1.0)  |
| Mx mean                        :      0.005     |
| My range                       :   (-1.0, 1.0)  |
| My mean                        :      0.02      |
| |M| range                      :  (0.002, 1.0)  |
| |M| mean                       :      0.778     |
| Autocorr time (Mx, My, |M^2|)  : (298, 264, 36) |
| (Dt, dt)                       :     (1, 1)     |

Drift¶

Diffusion¶

Cross Diffusion¶

Noise Diagnostics¶

Noise statistics:
Mean: (-0.0163, -0.0061)
Correlation matrix:
    +1.0000    +0.0404
    +0.0404    +1.0000

Noise autocorrelation time (time-steps):
    eta_x: 0.676    eta_y: 0.676
    |eta|: 0.676

Recovering functional forms for drift and diffusion¶

A1¶

(0.064 ± 0.003)x + (-0.123 ± 0.005)x^3 + (-0.119 ± 0.005)xy^2

A2¶

(0.065 ± 0.003)y + (-0.123 ± 0.006)x^2y + (-0.122 ± 0.005)y^3

B11¶

(0.050 ± 0.000) + (-0.045 ± 0.000)x^2 + (-0.050 ± 0.000)y^2

B22¶

(0.051 ± 0.000) + (-0.052 ± 0.000)x^2 + (-0.046 ± 0.000)y^2

B12¶

(0.003 ± 0.000)x^2 + (0.005 ± 0.000)xy + (-0.003 ± 0.000)y^2

B21¶

(0.003 ± 0.000)x^2 + (0.005 ± 0.000)xy + (-0.003 ± 0.000)y^2